Spaces:
Runtime error
Runtime error
Commit
·
df51520
0
Parent(s):
Duplicate from kevinwang676/web-singer-new
Browse files- .gitattributes +36 -0
- Dockerfile +109 -0
- README.md +11 -0
- app.py +422 -0
- config.json +7 -0
- requirements.txt +16 -0
- stefanie_sun.zip +3 -0
- vae.zip +3 -0
- yanzi_sun.zip +3 -0
.gitattributes
ADDED
|
@@ -0,0 +1,36 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
*.7z filter=lfs diff=lfs merge=lfs -text
|
| 2 |
+
*.arrow filter=lfs diff=lfs merge=lfs -text
|
| 3 |
+
*.bin filter=lfs diff=lfs merge=lfs -text
|
| 4 |
+
*.bz2 filter=lfs diff=lfs merge=lfs -text
|
| 5 |
+
*.ckpt filter=lfs diff=lfs merge=lfs -text
|
| 6 |
+
*.ftz filter=lfs diff=lfs merge=lfs -text
|
| 7 |
+
*.gz filter=lfs diff=lfs merge=lfs -text
|
| 8 |
+
*.h5 filter=lfs diff=lfs merge=lfs -text
|
| 9 |
+
*.joblib filter=lfs diff=lfs merge=lfs -text
|
| 10 |
+
*.lfs.* filter=lfs diff=lfs merge=lfs -text
|
| 11 |
+
*.mlmodel filter=lfs diff=lfs merge=lfs -text
|
| 12 |
+
*.model filter=lfs diff=lfs merge=lfs -text
|
| 13 |
+
*.msgpack filter=lfs diff=lfs merge=lfs -text
|
| 14 |
+
*.npy filter=lfs diff=lfs merge=lfs -text
|
| 15 |
+
*.npz filter=lfs diff=lfs merge=lfs -text
|
| 16 |
+
*.onnx filter=lfs diff=lfs merge=lfs -text
|
| 17 |
+
*.ot filter=lfs diff=lfs merge=lfs -text
|
| 18 |
+
*.parquet filter=lfs diff=lfs merge=lfs -text
|
| 19 |
+
*.pb filter=lfs diff=lfs merge=lfs -text
|
| 20 |
+
*.pickle filter=lfs diff=lfs merge=lfs -text
|
| 21 |
+
*.pkl filter=lfs diff=lfs merge=lfs -text
|
| 22 |
+
*.pt filter=lfs diff=lfs merge=lfs -text
|
| 23 |
+
*.pth filter=lfs diff=lfs merge=lfs -text
|
| 24 |
+
*.rar filter=lfs diff=lfs merge=lfs -text
|
| 25 |
+
*.safetensors filter=lfs diff=lfs merge=lfs -text
|
| 26 |
+
saved_model/**/* filter=lfs diff=lfs merge=lfs -text
|
| 27 |
+
*.tar.* filter=lfs diff=lfs merge=lfs -text
|
| 28 |
+
*.tflite filter=lfs diff=lfs merge=lfs -text
|
| 29 |
+
*.tgz filter=lfs diff=lfs merge=lfs -text
|
| 30 |
+
*.wasm filter=lfs diff=lfs merge=lfs -text
|
| 31 |
+
*.xz filter=lfs diff=lfs merge=lfs -text
|
| 32 |
+
*.zip filter=lfs diff=lfs merge=lfs -text
|
| 33 |
+
*.zst filter=lfs diff=lfs merge=lfs -text
|
| 34 |
+
*tfevents* filter=lfs diff=lfs merge=lfs -text
|
| 35 |
+
stefanie/added_IVF704_Flat_nprobe_1.index filter=lfs diff=lfs merge=lfs -text
|
| 36 |
+
stefanie1 filter=lfs diff=lfs merge=lfs -text
|
Dockerfile
ADDED
|
@@ -0,0 +1,109 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# Copyright (c) 2023 Agung Wijaya
|
| 2 |
+
# Installing Gradio via Dockerfile
|
| 3 |
+
|
| 4 |
+
# pull docker
|
| 5 |
+
FROM python:3.8.16-slim-bullseye
|
| 6 |
+
|
| 7 |
+
# install virtualenv
|
| 8 |
+
RUN apt update \
|
| 9 |
+
&& apt install -y aria2 wget curl tree unzip ffmpeg build-essential \
|
| 10 |
+
&& rm -rf /var/lib/apt/lists/*
|
| 11 |
+
|
| 12 |
+
# clean up
|
| 13 |
+
RUN apt-get clean; \
|
| 14 |
+
rm -rf /etc/machine-id /var/lib/dbus/machine-id /var/lib/apt/lists/* /tmp/* /var/tmp/*; \
|
| 15 |
+
find /var/log -name "*.log" -type f -delete
|
| 16 |
+
|
| 17 |
+
# set tmp
|
| 18 |
+
RUN mkdir -p /content/tmp
|
| 19 |
+
RUN chmod -R 777 /content/tmp
|
| 20 |
+
RUN rm -rf /tmp
|
| 21 |
+
RUN ln -s /content/tmp /tmp
|
| 22 |
+
|
| 23 |
+
# make dir
|
| 24 |
+
RUN mkdir -p /content
|
| 25 |
+
RUN chmod -R 777 /content
|
| 26 |
+
|
| 27 |
+
# try fix mplconfigdir
|
| 28 |
+
RUN mkdir -p /content/mplconfig
|
| 29 |
+
RUN chmod -R 777 /content/mplconfig
|
| 30 |
+
|
| 31 |
+
# try fix
|
| 32 |
+
# RuntimeError: cannot cache function '__shear_dense': no locator available for file '/usr/local/lib/python3.8/site-packages/librosa/util/utils.py'
|
| 33 |
+
RUN mkdir -p /content/numbacache
|
| 34 |
+
RUN chmod -R 777 /content/numbacache
|
| 35 |
+
|
| 36 |
+
# try fix
|
| 37 |
+
# PermissionError: [Errno 13] Permission denied: '/.cache' (demucs)
|
| 38 |
+
RUN mkdir -p /content/demucscache
|
| 39 |
+
RUN chmod -R 777 /content/demucscache
|
| 40 |
+
RUN ln -s /content/demucscache /.cache
|
| 41 |
+
|
| 42 |
+
# set workdir
|
| 43 |
+
WORKDIR /content
|
| 44 |
+
|
| 45 |
+
# set environment
|
| 46 |
+
# PYTORCH_NO_CUDA_MEMORY_CACHING is can help users with even smaller RAM such as 2GB (Demucs)
|
| 47 |
+
ENV PYTORCH_NO_CUDA_MEMORY_CACHING=1 \
|
| 48 |
+
MPLCONFIGDIR=/content/mplconfig \
|
| 49 |
+
NUMBA_CACHE_DIR=/content/numbacache
|
| 50 |
+
|
| 51 |
+
# upgrade pip
|
| 52 |
+
RUN python -m pip install --no-cache-dir --upgrade pip
|
| 53 |
+
|
| 54 |
+
# install library
|
| 55 |
+
RUN pip install --no-cache-dir --upgrade gradio
|
| 56 |
+
RUN pip install --no-cache-dir --upgrade setuptools wheel
|
| 57 |
+
RUN pip install --no-cache-dir faiss-gpu fairseq gradio ffmpeg ffmpeg-python praat-parselmouth pyworld numpy==1.23.5 numba==0.56.4 librosa==0.9.2
|
| 58 |
+
|
| 59 |
+
# copying requirements.txt
|
| 60 |
+
COPY requirements.txt /content/requirements.txt
|
| 61 |
+
|
| 62 |
+
# install requirements
|
| 63 |
+
RUN pip install --no-cache-dir --upgrade -r requirements.txt
|
| 64 |
+
|
| 65 |
+
# copying files
|
| 66 |
+
COPY . .
|
| 67 |
+
|
| 68 |
+
# download hubert_base
|
| 69 |
+
RUN aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/lj1995/VoiceConversionWebUI/resolve/main/hubert_base.pt -d /content -o hubert_base.pt
|
| 70 |
+
|
| 71 |
+
# download library infer_pack
|
| 72 |
+
RUN mkdir -p infer_pack
|
| 73 |
+
RUN aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://raw.githubusercontent.com/fumiama/Retrieval-based-Voice-Conversion-WebUI/main/infer_pack/attentions.py -d /content/infer_pack -o attentions.py
|
| 74 |
+
RUN aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://raw.githubusercontent.com/fumiama/Retrieval-based-Voice-Conversion-WebUI/main/infer_pack/commons.py -d /content/infer_pack -o commons.py
|
| 75 |
+
RUN aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://raw.githubusercontent.com/fumiama/Retrieval-based-Voice-Conversion-WebUI/main/infer_pack/models.py -d /content/infer_pack -o models.py
|
| 76 |
+
RUN aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://raw.githubusercontent.com/fumiama/Retrieval-based-Voice-Conversion-WebUI/main/infer_pack/models_onnx.py -d /content/infer_pack -o models_onnx.py
|
| 77 |
+
RUN aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://raw.githubusercontent.com/fumiama/Retrieval-based-Voice-Conversion-WebUI/main/infer_pack/models_onnx_moess.py -d /content/infer_pack -o models_onnx_moess.py
|
| 78 |
+
RUN aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://raw.githubusercontent.com/fumiama/Retrieval-based-Voice-Conversion-WebUI/main/infer_pack/modules.py -d /content/infer_pack -o modules.py
|
| 79 |
+
RUN aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://raw.githubusercontent.com/fumiama/Retrieval-based-Voice-Conversion-WebUI/main/infer_pack/transforms.py -d /content/infer_pack -o transforms.py
|
| 80 |
+
|
| 81 |
+
# download library infer_pipeline.py
|
| 82 |
+
RUN aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/spaces/DJQmUKV/rvc-inference/raw/main/vc_infer_pipeline.py -d /content -o vc_infer_pipeline.py
|
| 83 |
+
|
| 84 |
+
# download library config.py and util.py
|
| 85 |
+
RUN aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/spaces/DJQmUKV/rvc-inference/raw/main/config.py -d /content -o config.py
|
| 86 |
+
RUN aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/spaces/DJQmUKV/rvc-inference/raw/main/util.py -d /content -o util.py
|
| 87 |
+
|
| 88 |
+
# extract models
|
| 89 |
+
RUN mkdir -p model
|
| 90 |
+
RUN unzip -x yanzi_sun.zip
|
| 91 |
+
RUN mv -v yanzi_sun model
|
| 92 |
+
RUN rm yanzi_sun.zip
|
| 93 |
+
RUN unzip -x vae.zip
|
| 94 |
+
RUN mv -v vae model
|
| 95 |
+
RUN rm vae.zip
|
| 96 |
+
RUN unzip -x stefanie_sun.zip
|
| 97 |
+
RUN mv -v stefanie_sun model
|
| 98 |
+
RUN rm stefanie_sun.zip
|
| 99 |
+
|
| 100 |
+
# check /tmp
|
| 101 |
+
RUN ls -l /tmp
|
| 102 |
+
|
| 103 |
+
# expose port gradio
|
| 104 |
+
EXPOSE 7860
|
| 105 |
+
|
| 106 |
+
# run app
|
| 107 |
+
CMD ["python", "app.py"]
|
| 108 |
+
|
| 109 |
+
# Enjoy run Gradio!
|
README.md
ADDED
|
@@ -0,0 +1,11 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
title: Web UI
|
| 3 |
+
emoji: 🌍
|
| 4 |
+
colorFrom: pink
|
| 5 |
+
colorTo: pink
|
| 6 |
+
sdk: docker
|
| 7 |
+
pinned: false
|
| 8 |
+
duplicated_from: kevinwang676/web-singer-new
|
| 9 |
+
---
|
| 10 |
+
|
| 11 |
+
Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
|
app.py
ADDED
|
@@ -0,0 +1,422 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# Agung Wijaya - WebUI 2023 - Gradio
|
| 2 |
+
# file app.py
|
| 3 |
+
|
| 4 |
+
# Import
|
| 5 |
+
import os
|
| 6 |
+
import psutil
|
| 7 |
+
import shutil
|
| 8 |
+
import numpy as np
|
| 9 |
+
import gradio as gr
|
| 10 |
+
import subprocess
|
| 11 |
+
from pathlib import Path
|
| 12 |
+
import ffmpeg
|
| 13 |
+
import json
|
| 14 |
+
import re
|
| 15 |
+
import time
|
| 16 |
+
import random
|
| 17 |
+
import torch
|
| 18 |
+
import librosa
|
| 19 |
+
import util
|
| 20 |
+
|
| 21 |
+
from config import device
|
| 22 |
+
from infer_pack.models import (
|
| 23 |
+
SynthesizerTrnMs256NSFsid,
|
| 24 |
+
SynthesizerTrnMs256NSFsid_nono
|
| 25 |
+
)
|
| 26 |
+
from vc_infer_pipeline import VC
|
| 27 |
+
from typing import Union
|
| 28 |
+
from os import path, getenv
|
| 29 |
+
from datetime import datetime
|
| 30 |
+
from scipy.io.wavfile import write
|
| 31 |
+
from pydub import AudioSegment
|
| 32 |
+
|
| 33 |
+
title_markdown = ("""
|
| 34 |
+
<h1 align="center"><img src="https://upload.wikimedia.org/wikipedia/zh/d/d0/Kite_album.jpg", alt="syz" border="0" style="margin: 0 auto; height: 300px;" /> </h1>
|
| 35 |
+
""")
|
| 36 |
+
title_markdown2 = ("""
|
| 37 |
+
<h1 align="center"><img src="https://e.snmc.io/i/600/w/28577c025a5c82728a1b957ee373bc43/9622540/%E8%AE%B8%E5%B5%A9-xu-song-%E8%87%AA%E5%AE%9A%E7%BE%A9-cover-art.jpg", alt="vae" border="0" style="margin: 0 auto; height: 300px;" /> </h1>
|
| 38 |
+
""")
|
| 39 |
+
# Reference: https://huggingface.co/spaces/zomehwh/rvc-models/blob/main/app.py#L21 # noqa
|
| 40 |
+
in_hf_space = getenv('SYSTEM') == 'spaces'
|
| 41 |
+
|
| 42 |
+
# Set High Quality (.wav) or not (.mp3)
|
| 43 |
+
high_quality = True
|
| 44 |
+
|
| 45 |
+
# Read config.json
|
| 46 |
+
config_json = json.loads(open("config.json").read())
|
| 47 |
+
|
| 48 |
+
# Load hubert model
|
| 49 |
+
hubert_model = util.load_hubert_model(device, 'hubert_base.pt')
|
| 50 |
+
hubert_model.eval()
|
| 51 |
+
|
| 52 |
+
# Load models
|
| 53 |
+
loaded_models = []
|
| 54 |
+
for model_name in config_json.get('models'):
|
| 55 |
+
print(f'Loading model: {model_name}')
|
| 56 |
+
|
| 57 |
+
# Load model info
|
| 58 |
+
model_info = json.load(
|
| 59 |
+
open(path.join('model', model_name, 'config.json'), 'r')
|
| 60 |
+
)
|
| 61 |
+
|
| 62 |
+
# Load RVC checkpoint
|
| 63 |
+
cpt = torch.load(
|
| 64 |
+
path.join('model', model_name, model_info['model']),
|
| 65 |
+
map_location='cpu'
|
| 66 |
+
)
|
| 67 |
+
|
| 68 |
+
tgt_sr = cpt['config'][-1]
|
| 69 |
+
|
| 70 |
+
cpt['config'][-3] = cpt['weight']['emb_g.weight'].shape[0] # n_spk
|
| 71 |
+
|
| 72 |
+
if_f0 = cpt.get('f0', 1)
|
| 73 |
+
net_g: Union[SynthesizerTrnMs256NSFsid, SynthesizerTrnMs256NSFsid_nono]
|
| 74 |
+
if if_f0 == 1:
|
| 75 |
+
net_g = SynthesizerTrnMs256NSFsid(
|
| 76 |
+
*cpt['config'],
|
| 77 |
+
is_half=util.is_half(device)
|
| 78 |
+
)
|
| 79 |
+
else:
|
| 80 |
+
net_g = SynthesizerTrnMs256NSFsid_nono(*cpt['config'])
|
| 81 |
+
|
| 82 |
+
del net_g.enc_q
|
| 83 |
+
|
| 84 |
+
# According to original code, this thing seems necessary.
|
| 85 |
+
print(net_g.load_state_dict(cpt['weight'], strict=False))
|
| 86 |
+
|
| 87 |
+
net_g.eval().to(device)
|
| 88 |
+
net_g = net_g.half() if util.is_half(device) else net_g.float()
|
| 89 |
+
|
| 90 |
+
vc = VC(tgt_sr, device, util.is_half(device))
|
| 91 |
+
|
| 92 |
+
loaded_models.append(dict(
|
| 93 |
+
name=model_name,
|
| 94 |
+
metadata=model_info,
|
| 95 |
+
vc=vc,
|
| 96 |
+
net_g=net_g,
|
| 97 |
+
if_f0=if_f0,
|
| 98 |
+
target_sr=tgt_sr
|
| 99 |
+
))
|
| 100 |
+
print(f'Models loaded: {len(loaded_models)}')
|
| 101 |
+
|
| 102 |
+
# Command line test
|
| 103 |
+
def command_line_test():
|
| 104 |
+
command = "df -h /home/user/app"
|
| 105 |
+
process = subprocess.run(command.split(), stdout=subprocess.PIPE)
|
| 106 |
+
result = process.stdout.decode()
|
| 107 |
+
return gr.HTML(value=result)
|
| 108 |
+
|
| 109 |
+
def mix(audio1, audio2):
|
| 110 |
+
sound1 = AudioSegment.from_file(audio1)
|
| 111 |
+
sound2 = AudioSegment.from_file(audio2)
|
| 112 |
+
length = len(sound1)
|
| 113 |
+
mixed = sound1[:length].overlay(sound2)
|
| 114 |
+
|
| 115 |
+
mixed.export("song.wav", format="wav")
|
| 116 |
+
|
| 117 |
+
return "song.wav"
|
| 118 |
+
|
| 119 |
+
|
| 120 |
+
# Function YouTube Downloader Audio
|
| 121 |
+
def youtube_downloader(
|
| 122 |
+
video_identifier,
|
| 123 |
+
start_time,
|
| 124 |
+
end_time,
|
| 125 |
+
output_filename="track.wav",
|
| 126 |
+
num_attempts=5,
|
| 127 |
+
url_base="",
|
| 128 |
+
quiet=False,
|
| 129 |
+
force=True,
|
| 130 |
+
):
|
| 131 |
+
output_path = Path(output_filename)
|
| 132 |
+
if output_path.exists():
|
| 133 |
+
if not force:
|
| 134 |
+
return output_path
|
| 135 |
+
else:
|
| 136 |
+
output_path.unlink()
|
| 137 |
+
|
| 138 |
+
quiet = "--quiet --no-warnings" if quiet else ""
|
| 139 |
+
command = f"""
|
| 140 |
+
yt-dlp {quiet} -x --audio-format wav -f bestaudio -o "{output_filename}" --download-sections "*{start_time}-{end_time}" "{url_base}{video_identifier}" # noqa: E501
|
| 141 |
+
""".strip()
|
| 142 |
+
|
| 143 |
+
attempts = 0
|
| 144 |
+
while True:
|
| 145 |
+
try:
|
| 146 |
+
_ = subprocess.check_output(command, shell=True, stderr=subprocess.STDOUT)
|
| 147 |
+
except subprocess.CalledProcessError:
|
| 148 |
+
attempts += 1
|
| 149 |
+
if attempts == num_attempts:
|
| 150 |
+
return None
|
| 151 |
+
else:
|
| 152 |
+
break
|
| 153 |
+
|
| 154 |
+
if output_path.exists():
|
| 155 |
+
return output_path
|
| 156 |
+
else:
|
| 157 |
+
return None
|
| 158 |
+
|
| 159 |
+
# Function Audio Separated
|
| 160 |
+
def audio_separated(audio_input, progress=gr.Progress()):
|
| 161 |
+
# start progress
|
| 162 |
+
progress(progress=0, desc="Starting...")
|
| 163 |
+
time.sleep(0.1)
|
| 164 |
+
|
| 165 |
+
# check file input
|
| 166 |
+
if audio_input is None:
|
| 167 |
+
# show progress
|
| 168 |
+
for i in progress.tqdm(range(100), desc="Please wait..."):
|
| 169 |
+
time.sleep(0.01)
|
| 170 |
+
|
| 171 |
+
return (None, None, 'Please input audio.')
|
| 172 |
+
|
| 173 |
+
# create filename
|
| 174 |
+
filename = str(random.randint(10000,99999))+datetime.now().strftime("%d%m%Y%H%M%S")
|
| 175 |
+
|
| 176 |
+
# progress
|
| 177 |
+
progress(progress=0.10, desc="Please wait...")
|
| 178 |
+
|
| 179 |
+
# make dir output
|
| 180 |
+
os.makedirs("output", exist_ok=True)
|
| 181 |
+
|
| 182 |
+
# progress
|
| 183 |
+
progress(progress=0.20, desc="Please wait...")
|
| 184 |
+
|
| 185 |
+
# write
|
| 186 |
+
if high_quality:
|
| 187 |
+
write(filename+".wav", audio_input[0], audio_input[1])
|
| 188 |
+
else:
|
| 189 |
+
write(filename+".mp3", audio_input[0], audio_input[1])
|
| 190 |
+
|
| 191 |
+
# progress
|
| 192 |
+
progress(progress=0.50, desc="Please wait...")
|
| 193 |
+
|
| 194 |
+
# demucs process
|
| 195 |
+
if high_quality:
|
| 196 |
+
command_demucs = "python3 -m demucs --two-stems=vocals -d cpu "+filename+".wav -o output"
|
| 197 |
+
else:
|
| 198 |
+
command_demucs = "python3 -m demucs --two-stems=vocals --mp3 --mp3-bitrate 128 -d cpu "+filename+".mp3 -o output"
|
| 199 |
+
|
| 200 |
+
os.system(command_demucs)
|
| 201 |
+
|
| 202 |
+
# progress
|
| 203 |
+
progress(progress=0.70, desc="Please wait...")
|
| 204 |
+
|
| 205 |
+
# remove file audio
|
| 206 |
+
if high_quality:
|
| 207 |
+
command_delete = "rm -v ./"+filename+".wav"
|
| 208 |
+
else:
|
| 209 |
+
command_delete = "rm -v ./"+filename+".mp3"
|
| 210 |
+
|
| 211 |
+
os.system(command_delete)
|
| 212 |
+
|
| 213 |
+
# progress
|
| 214 |
+
progress(progress=0.80, desc="Please wait...")
|
| 215 |
+
|
| 216 |
+
# progress
|
| 217 |
+
for i in progress.tqdm(range(80,100), desc="Please wait..."):
|
| 218 |
+
time.sleep(0.1)
|
| 219 |
+
|
| 220 |
+
if high_quality:
|
| 221 |
+
return "./output/htdemucs/"+filename+"/vocals.wav","./output/htdemucs/"+filename+"/no_vocals.wav","Successfully..."
|
| 222 |
+
else:
|
| 223 |
+
return "./output/htdemucs/"+filename+"/vocals.mp3","./output/htdemucs/"+filename+"/no_vocals.mp3","Successfully..."
|
| 224 |
+
|
| 225 |
+
# Function Voice Changer
|
| 226 |
+
def voice_changer(audio_input, model_index, pitch_adjust, f0_method, feat_ratio, progress=gr.Progress()):
|
| 227 |
+
# start progress
|
| 228 |
+
progress(progress=0, desc="Starting...")
|
| 229 |
+
time.sleep(1)
|
| 230 |
+
|
| 231 |
+
# check file input
|
| 232 |
+
if audio_input is None:
|
| 233 |
+
# progress
|
| 234 |
+
for i in progress.tqdm(range(100), desc="Please wait..."):
|
| 235 |
+
time.sleep(0.1)
|
| 236 |
+
|
| 237 |
+
return (None, 'Please input audio.')
|
| 238 |
+
|
| 239 |
+
# check model input
|
| 240 |
+
if model_index is None:
|
| 241 |
+
# progress
|
| 242 |
+
for i in progress.tqdm(range(100), desc="Please wait..."):
|
| 243 |
+
time.sleep(0.1)
|
| 244 |
+
|
| 245 |
+
return (None, 'Please select a model.')
|
| 246 |
+
|
| 247 |
+
model = loaded_models[model_index]
|
| 248 |
+
|
| 249 |
+
# Reference: so-vits
|
| 250 |
+
(audio_samp, audio_npy) = audio_input
|
| 251 |
+
|
| 252 |
+
# progress
|
| 253 |
+
progress(progress=0.10, desc="Please wait...")
|
| 254 |
+
|
| 255 |
+
# https://huggingface.co/spaces/zomehwh/rvc-models/blob/main/app.py#L49
|
| 256 |
+
if (audio_npy.shape[0] / audio_samp) > 60 and in_hf_space:
|
| 257 |
+
|
| 258 |
+
# progress
|
| 259 |
+
for i in progress.tqdm(range(10,100), desc="Please wait..."):
|
| 260 |
+
time.sleep(0.1)
|
| 261 |
+
|
| 262 |
+
return (None, 'Input audio is longer than 60 secs.')
|
| 263 |
+
|
| 264 |
+
# Bloody hell: https://stackoverflow.com/questions/26921836/
|
| 265 |
+
if audio_npy.dtype != np.float32: # :thonk:
|
| 266 |
+
audio_npy = (
|
| 267 |
+
audio_npy / np.iinfo(audio_npy.dtype).max
|
| 268 |
+
).astype(np.float32)
|
| 269 |
+
|
| 270 |
+
# progress
|
| 271 |
+
progress(progress=0.30, desc="Please wait...")
|
| 272 |
+
|
| 273 |
+
if len(audio_npy.shape) > 1:
|
| 274 |
+
audio_npy = librosa.to_mono(audio_npy.transpose(1, 0))
|
| 275 |
+
|
| 276 |
+
# progress
|
| 277 |
+
progress(progress=0.40, desc="Please wait...")
|
| 278 |
+
|
| 279 |
+
if audio_samp != 16000:
|
| 280 |
+
audio_npy = librosa.resample(
|
| 281 |
+
audio_npy,
|
| 282 |
+
orig_sr=audio_samp,
|
| 283 |
+
target_sr=16000
|
| 284 |
+
)
|
| 285 |
+
|
| 286 |
+
# progress
|
| 287 |
+
progress(progress=0.50, desc="Please wait...")
|
| 288 |
+
|
| 289 |
+
pitch_int = int(pitch_adjust)
|
| 290 |
+
|
| 291 |
+
times = [0, 0, 0]
|
| 292 |
+
output_audio = model['vc'].pipeline(
|
| 293 |
+
hubert_model,
|
| 294 |
+
model['net_g'],
|
| 295 |
+
model['metadata'].get('speaker_id', 0),
|
| 296 |
+
audio_npy,
|
| 297 |
+
times,
|
| 298 |
+
pitch_int,
|
| 299 |
+
f0_method,
|
| 300 |
+
path.join('model', model['name'], model['metadata']['feat_index']),
|
| 301 |
+
path.join('model', model['name'], model['metadata']['feat_npy']),
|
| 302 |
+
feat_ratio,
|
| 303 |
+
model['if_f0']
|
| 304 |
+
)
|
| 305 |
+
|
| 306 |
+
# progress
|
| 307 |
+
progress(progress=0.80, desc="Please wait...")
|
| 308 |
+
|
| 309 |
+
print(f'npy: {times[0]}s, f0: {times[1]}s, infer: {times[2]}s')
|
| 310 |
+
|
| 311 |
+
# progress
|
| 312 |
+
for i in progress.tqdm(range(80,100), desc="Please wait..."):
|
| 313 |
+
time.sleep(0.1)
|
| 314 |
+
|
| 315 |
+
return ((model['target_sr'], output_audio), 'Successfully...')
|
| 316 |
+
|
| 317 |
+
# Function Text to Voice
|
| 318 |
+
def text_to_voice(text_input, model_index):
|
| 319 |
+
# start progress
|
| 320 |
+
progress(progress=0, desc="Starting...")
|
| 321 |
+
time.sleep(1)
|
| 322 |
+
|
| 323 |
+
# check text input
|
| 324 |
+
if text_input is None:
|
| 325 |
+
# progress
|
| 326 |
+
for i in progress.tqdm(range(2,100), desc="Please wait..."):
|
| 327 |
+
time.sleep(0.1)
|
| 328 |
+
|
| 329 |
+
return (None, 'Please write text.')
|
| 330 |
+
|
| 331 |
+
# check model input
|
| 332 |
+
if model_index is None:
|
| 333 |
+
# progress
|
| 334 |
+
for i in progress.tqdm(range(2,100), desc="Please wait..."):
|
| 335 |
+
time.sleep(0.1)
|
| 336 |
+
|
| 337 |
+
return (None, 'Please select a model.')
|
| 338 |
+
|
| 339 |
+
# progress
|
| 340 |
+
for i in progress.tqdm(range(2,100), desc="Please wait..."):
|
| 341 |
+
time.sleep(0.1)
|
| 342 |
+
|
| 343 |
+
return None, "Sorry, you can't use it yet because this program is being developed!"
|
| 344 |
+
|
| 345 |
+
# Themes
|
| 346 |
+
theme = gr.themes.Base()
|
| 347 |
+
|
| 348 |
+
# CSS
|
| 349 |
+
css = "footer {visibility: hidden}"
|
| 350 |
+
|
| 351 |
+
# Blocks
|
| 352 |
+
with gr.Blocks(theme=theme, css=css) as App:
|
| 353 |
+
|
| 354 |
+
# Header
|
| 355 |
+
gr.HTML("<center>"
|
| 356 |
+
"<h1>🥳🎶🎡 - AI歌手,RVC歌声转换</h1>"
|
| 357 |
+
"</center>")
|
| 358 |
+
gr.Markdown("### <center>🦄 - 能够自动提取视频中的声音,并去除背景音;Powered by [RVC-Project](https://github.com/RVC-Project/Retrieval-based-Voice-Conversion-WebUI)</center>")
|
| 359 |
+
gr.Markdown("### <center>更多精彩应用,敬请关注[滔滔AI](http://www.talktalkai.com);滔滔AI,为爱滔滔!💕</center>")
|
| 360 |
+
# Information
|
| 361 |
+
with gr.Accordion("🎙️您的AI歌手Stefanie:"):
|
| 362 |
+
gr.Markdown(title_markdown)
|
| 363 |
+
with gr.Accordion("🎤您的AI歌手Vae:"):
|
| 364 |
+
gr.Markdown(title_markdown2)
|
| 365 |
+
|
| 366 |
+
# Tab YouTube Downloader
|
| 367 |
+
with gr.Tab("🤗 - B站视频提取声音"):
|
| 368 |
+
with gr.Row():
|
| 369 |
+
with gr.Column():
|
| 370 |
+
ydl_url_input = gr.Textbox(label="B站视频网址(请填写相应的BV号)", value = "https://www.bilibili.com/video/BV...")
|
| 371 |
+
start = gr.Number(value=0, label="起始时间 (秒)")
|
| 372 |
+
end = gr.Number(value=15, label="结束时间 (秒)")
|
| 373 |
+
ydl_url_submit = gr.Button("提取声音文件吧", variant="primary")
|
| 374 |
+
as_audio_submit = gr.Button("去除背景音吧", variant="primary")
|
| 375 |
+
with gr.Column():
|
| 376 |
+
ydl_audio_output = gr.Audio(label="Audio from Bilibili")
|
| 377 |
+
as_audio_input = ydl_audio_output
|
| 378 |
+
as_audio_vocals = gr.Audio(label="Vocal only")
|
| 379 |
+
as_audio_no_vocals = gr.Audio(label="Music only", type="filepath")
|
| 380 |
+
as_audio_message = gr.Textbox(label="Message", visible=False)
|
| 381 |
+
|
| 382 |
+
ydl_url_submit.click(fn=youtube_downloader, inputs=[ydl_url_input, start, end], outputs=[ydl_audio_output])
|
| 383 |
+
as_audio_submit.click(fn=audio_separated, inputs=[as_audio_input], outputs=[as_audio_vocals, as_audio_no_vocals, as_audio_message], show_progress=True, queue=True)
|
| 384 |
+
|
| 385 |
+
# Tab Voice Changer
|
| 386 |
+
with gr.Tab("🎶 - 歌声转换"):
|
| 387 |
+
with gr.Row():
|
| 388 |
+
with gr.Column():
|
| 389 |
+
vc_audio_input = as_audio_vocals
|
| 390 |
+
vc_model_index = gr.Dropdown(
|
| 391 |
+
[
|
| 392 |
+
'%s' % (
|
| 393 |
+
m['metadata'].get('name')
|
| 394 |
+
)
|
| 395 |
+
for m in loaded_models
|
| 396 |
+
],
|
| 397 |
+
label='Models',
|
| 398 |
+
type='index'
|
| 399 |
+
)
|
| 400 |
+
vc_pitch_adjust = gr.Slider(label='Pitch', minimum=-24, maximum=24, step=1, value=0)
|
| 401 |
+
vc_f0_method = gr.Radio(label='F0 methods', choices=['pm', 'harvest'], value='pm', interactive=True)
|
| 402 |
+
vc_feat_ratio = gr.Slider(label='Feature ratio', minimum=0, maximum=1, step=0.1, value=0.6)
|
| 403 |
+
vc_audio_submit = gr.Button("进行歌声转换吧!", variant="primary")
|
| 404 |
+
full_song = gr.Button("加入歌曲伴奏吧!", variant="primary")
|
| 405 |
+
with gr.Column():
|
| 406 |
+
vc_audio_output = gr.Audio(label="Result audio", type="filepath")
|
| 407 |
+
vc_audio_message = gr.Textbox(label="Message")
|
| 408 |
+
new_song = gr.Audio(label="Full song", type="filepath")
|
| 409 |
+
vc_audio_submit.click(fn=voice_changer, inputs=[vc_audio_input, vc_model_index, vc_pitch_adjust, vc_f0_method, vc_feat_ratio], outputs=[vc_audio_output, vc_audio_message], show_progress=True, queue=True)
|
| 410 |
+
full_song.click(fn=mix, inputs=[vc_audio_output, as_audio_no_vocals], outputs=[new_song])
|
| 411 |
+
gr.Markdown("### <center>注意❗:请不要生成会对个人以及组织造成侵害的内容,此程序仅供科研、学习及个人娱乐使用。</center>")
|
| 412 |
+
gr.HTML('''
|
| 413 |
+
<div class="footer">
|
| 414 |
+
<p>🌊🏞️🎶 - 江水东流急,滔滔无尽声。 明·顾璘
|
| 415 |
+
</p>
|
| 416 |
+
</div>
|
| 417 |
+
''')
|
| 418 |
+
|
| 419 |
+
# Launch
|
| 420 |
+
App.queue(concurrency_count=1, max_size=20).launch(server_name="0.0.0.0", server_port=7860)
|
| 421 |
+
|
| 422 |
+
# Enjoy
|
config.json
ADDED
|
@@ -0,0 +1,7 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"models": [
|
| 3 |
+
"yanzi_sun",
|
| 4 |
+
"vae",
|
| 5 |
+
"stefanie_sun"
|
| 6 |
+
]
|
| 7 |
+
}
|
requirements.txt
ADDED
|
@@ -0,0 +1,16 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
psutil
|
| 2 |
+
pydub
|
| 3 |
+
demucs
|
| 4 |
+
scipy
|
| 5 |
+
yt-dlp
|
| 6 |
+
ffmpeg
|
| 7 |
+
torch
|
| 8 |
+
torchaudio
|
| 9 |
+
fairseq==0.12.2
|
| 10 |
+
scipy==1.9.3
|
| 11 |
+
pyworld>=0.3.2
|
| 12 |
+
faiss-cpu==1.7.2 ; python_version < "3.11"
|
| 13 |
+
faiss-cpu==1.7.3 ; python_version > "3.10"
|
| 14 |
+
praat-parselmouth>=0.4.3
|
| 15 |
+
librosa==0.9.2
|
| 16 |
+
edge_tts
|
stefanie_sun.zip
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:c29401458ad1c81de89a37a7ea85bb3b539981ab70fc5201f56fca20417d8fa0
|
| 3 |
+
size 110050690
|
vae.zip
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:a4973899deb5cdc8a8a84bbb270cb760b69be3d2c3bb188554adfa22d92c70fe
|
| 3 |
+
size 92628751
|
yanzi_sun.zip
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:1c3cd290654a3483818e51d7a768b6b9a79124a89a7b1d8b5a4773e6c8ee816b
|
| 3 |
+
size 107140442
|